Huang, Sheng

19 publications

AAAI 2025 Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data Lele Fu, Sheng Huang, Yanyi Lai, Tianchi Liao, Chuanfu Zhang, Chuan Chen

IJCAI 2025 FedBG: Proactively Mitigating Bias in Cross-Domain Graph Federated Learning Using Background Data Sheng Huang, Lele Fu, Tianchi Liao, Bowen Deng, Chuanfu Zhang, Chuan Chen

IJCAI 2025 Federated Domain Generalization with Decision Insight Matrix Tianchi Liao, Binghui Xie, Lele Fu, Sheng Huang, Bowen Deng, Chuan Chen, Zibin Zheng

NeurIPS 2025 GLNCD: Graph-Level Novel Category Discovery Bowen Deng, Lele Fu, Sheng Huang, Tianchi Liao, Jialong Chen, Zhang Tao, Chuan Chen

IJCAI 2025 Learn from Global Rather than Local: Consistent Context-Aware Representation Learning for Multi-View Graph Clustering Lele Fu, Bowen Deng, Sheng Huang, Tianchi Liao, Chuanfu Zhang, Chuan Chen

ICML 2025 Less Is More: Federated Graph Learning with Alleviating Topology Heterogeneity from a Causal Perspective Lele Fu, Bowen Deng, Sheng Huang, Tianchi Liao, Shirui Pan, Chuan Chen

NeurIPS 2025 Soft-Consensual Federated Learning for Data Heterogeneity via Multiple Paths Sheng Huang, Lele Fu, Fanghua Ye, Tianchi Liao, Bowen Deng, Zhangchuanfu, Chuan Chen

AAAI 2025 THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings Bowen Deng, Tong Wang, Lele Fu, Sheng Huang, Chuan Chen, Tao Zhang

ICML 2025 Towards Understanding Parametric Generalized Category Discovery on Graphs Bowen Deng, Lele Fu, Jialong Chen, Sheng Huang, Tianchi Liao, Zhang Tao, Chuan Chen

NeurIPS 2025 Unsupervised Federated Graph Learning Lele Fu, Tianchi Liao, Sheng Huang, Bowen Deng, Zhangchuanfu, Shirui Pan, Chuan Chen

AAAI 2024 Data Distribution Distilled Generative Model for Generalized Zero-Shot Recognition Yijie Wang, Mingjian Hong, Luwen Huangfu, Sheng Huang

CVPR 2024 Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology Wenhao Tang, Fengtao Zhou, Sheng Huang, Xiang Zhu, Yi Zhang, Bo Liu

ICCV 2023 Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification Wenhao Tang, Sheng Huang, Xiaoxian Zhang, Fengtao Zhou, Yi Zhang, Bo Liu

IJCAI 2022 Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation Jiazhi Xu, Sheng Huang, Fengtao Zhou, Luwen Huangfu, Daniel Zeng, Bo Liu

AAAI 2021 Deep Semantic Dictionary Learning for Multi-Label Image Classification Fengtao Zhou, Sheng Huang, Yun Xing

CVPR 2015 Learning Hypergraph-Regularized Attribute Predictors Sheng Huang, Mohamed Elhoseiny, Ahmed Elgammal, Dan Yang

CVPRW 2014 Globality-Locality Preserving Projections for Biometric Data Dimensionality Reduction Sheng Huang, Ahmed M. Elgammal, Luwen Huangfu, Dan Yang, Xiaohong Zhang

ECML-PKDD 2013 Incremental Sensor Placement Optimization on Water Network Xiaomin Xu, Yiqi Lu, Sheng Huang, Yanghua Xiao, Wei Wang

ECML-PKDD 2012 Which Topic Will You Follow? Deqing Yang, Yanghua Xiao, Bo Xu, Hanghang Tong, Wei Wang, Sheng Huang